Deep-learning-based identification, tracking, pose estimation and behaviour classification of interacting primates and mice in complex environments.
Markus MarksQiuhan JinOliver SturmanLukas von ZieglerSepp KollmorgenWolfger von der BehrensValerio ManteJohannes BohacekMehmet Fatih YanikPublished in: Nat. Mach. Intell. (2022)
Keyphrases
- pose estimation
- complex environments
- deep learning
- human pose
- human body
- unsupervised learning
- computer vision
- pose estimates
- machine learning
- feature points
- human pose estimation
- text classification
- image classification
- d objects
- feature space
- decision trees
- feature extraction
- articulated model
- particle filtering
- body parts
- visual tracking
- particle filter
- mental models
- autonomous agents
- feature selection
- mean shift
- feature vectors